1. Soil nematode abundance and functional group composition at a global scale
- Author
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Lieven Waeyenberge, Mariette Marais, Stefan Geisen, Diana H. Wall, Roy Neilson, Kaiwen Pan, Matthew Magilton, Devin Routh, Sara Sanchez Moreno, Wasim Ahmad, Daria Kalinkina, Juan E. Palomares Rius, Karin Hohberg, Miguel Escuer, Vlada Peneva, Walter S. Andriuzzi, Michael Bonkowski, Peter Mullin, Anna Sushchuk, Johan van den Hoogen, Heikki Setälä, Thomas W. Crowther, El Hassan Mayad, Qi Li, José Mauro da Cunha e Castro, Rutger A. Wilschut, Alexey A. Kudrin, Thomas O. Powers, Carmen Gutiérrez, Daniel G. Wright, David A. Wardle, Djibril Djigal, Camille Pitteloud, Howard Ferris, Juvenil Enrique Cares, José Antonio Rodríguez Martín, Cécile Villenave, Sofia R. Costa, Jiue-in Yang, Christian Mulder, E. M. Matveeva, Casper W. Quist, Byron J. Adams, Larissa de Brito Caixeta, Bryan S. Griffiths, Tancredi Caruso, T. A. Duong Nguyen, Sergio Rasmann, Paul Kardol, Alan Kergunteuil, Stefan Scheu, Kirsten Powers, Ron G.M. de Goede, Valentyna Krashevska, Gerard W. Korthals, Rachel Creamer, Loïc Pellissier, Richard D. Bardgett, Raquel Campos-Herrera, Júlio Carlos Pereira da Silva, Jean Trap, Marie Dam, Walter Traunspurger, Mette Vestergård, Wenju Liang, Alexei V. Tiunov, Wim H. van der Putten, Uffe N. Nielsen, Xiaoyun Chen, Hiroaki Okada, Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich), Netherlands Institute for Ecology (NIOO-KNAW), Dept Entomol & Nematol, University of California [Davis] (UC Davis), University of California-University of California, Universität Bielefeld = Bielefeld University, Nanyang Technological University (NTU), Wageningen University and Research Centre (WUR), Brigham Young University (BYU), Aligarh Muslim University, Colorado State University [Fort Collins] (CSU), Sch Earth & Environm Sci, University of Adelaide, University of Cologne, Universidad de La Rioja (UR), Universidade de Brasília (UnB), The Queen’s University of Belfast, Nanjing Agricultural University, Universidade do Minho, Ctr Pesquisa Agr Trop Semi Arido, Empresa Brasileira de Pesquisa Agropecuária (Embrapa), Ministério da Agricultura, Pecuária e Abastecimento [Brasil] (MAPA), Governo do Brasil-Governo do Brasil-Ministério da Agricultura, Pecuária e Abastecimento [Brasil] (MAPA), Governo do Brasil-Governo do Brasil, Zealand Inst Business & Techno, Partenaires INRAE, Institut Sénégalais de Recherches Agricoles [Dakar] (ISRA), Consejo Superior de Investigaciones Científicas [Madrid] (CSIC), Scotland's Rural College (SRUC), Senckenberg Research Institute and Natural History Museum, Russian Academy of Sciences [Moscow] (RAS), Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Université de Neuchâtel (UNINE), Georg-August-University [Göttingen], Chinese Academy of Sciences (CAS), Agricultural Research Council (ARC), Inst Nacl Invest & Tecnol Agr & Alimentaria, Université Ibn Zohr [Agadir], University of Catania [Italy], University of Nebraska [Lincoln], University of Nebraska System, The James Hutton Institute, Vietnam Academy of Science and Technology (VAST), Western Sydney University, National Agriculture and Food Research Organization (NARO), Bulgarian Academy of Sciences (BAS), Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Universidade Federal de Lavras (UFLA), University of Helsinki, Ecologie fonctionnelle et biogéochimie des sols et des agro-écosystèmes (UMR Eco&Sols), Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut de Recherche pour le Développement (IRD)-Institut National de la Recherche Agronomique (INRA), Aarhus University [Aarhus], Elisol Environnement, Research Institute for Agricultural, Fisheries and Food (ILVO), Ctr Ecol & Hydrol, Dept Plant Pathol & Microbiol, University of California [Riverside] (UCR), DOB Ecology, Netherlands Organization for Scientific Research (NWO) : 016, National Science Foundation (NSF) : DEB-0450537 et DEB-1145440, UNEP & Global Environment Facility, NERC Natural Environment Research Council (NE/M017036/1), FAPEMIG/FAPESP/VALE S.A. : CRA-RDP-00136-10, UID/BIA/04050/2013, POCI-01-0145-FEDER-007569, National Council for Scientific and Technological Development (CNPq) : 562346/2010-4, German Research Foundation (DFG) : CRC990, MSHE of Russia : AAAA-A17-117112850234-5, Chinese Academy of Sciences : XDB15010402, National Natural Science Foundation of China : 31370632, Spanish Ministry of Innovation : CGL2009-14686-C02-01/02 et CGL2013-43675-P, Deutscher Akademischer Austausch Dienst (DAAD) : PKZ 91540366, National Foundation for Science & Technology Development (NAFOSTED) : 106.05 -2017.330, Australian Research Council : DP150104199, National Key Research and Development Program of China : 2016YFC0502101, NERC Natural Environment Research Council, BAPHIQ : 106AS-9.5.1-BQ-B3, Scottish Government Rural and Environment Science and Analytical Services (RESAS) division, Russian Foundation for Basic Research (RFBR) : 18-34-00849, Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology in Zürich [Zürich] (ETH Zürich), Wageningen University and Research [Wageningen] (WUR), Department of Animal Ecology (Morgenbreede, Germany), Germany), Universität Bielefeld, School of Earth and Environmental Sciences [Manchester] (SEES), University of Manchester [Manchester], Department of Terrestrial Ecology, Institut of Zoology, Johnstown Castle, Environment Research Centre, Teagasc - The Agriculture and Food Development Authority (Teagasc), CDH, Consejo Superior de Investigaciones Científicas [Spain] (CSIC), Environment Research Centre, Irish Agriculture and Food Development Authority, Georg-August-Universität Göttingen = University of Göttingen, Iowa State University (ISU), National Institute for Public Health and the Environment [Bilthoven] (RIVM), Centre for Telecommunications and Micro-Electronics (CTME), Victoria University [Melbourne], National Institute of Agro-Environmental Sciences (NIAES), Unit of Ecology and Evolution, Albert-Ludwigs-Universität Freiburg, George August University Goettingen, Faculty of Biological and Environmental Sciences [Helsinki], A.N. Severtsov Institute of Ecology and Evolution, Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut de Recherche pour le Développement (IRD)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Department of Terrestrial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut de Recherche pour le Développement (IRD)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Wageningen University and Research Centre [Wageningen] (WUR), Institute of Geology and Geophysics [Beijing] (IGG), Chinese Academy of Sciences [Beijing] (CAS), UR SEQBIO, Institut de Recherche pour le Développement (IRD), Laboratoire d'Energétique, d'Electronique et Procédés (LE2P), Université de La Réunion (UR), National Agriculture and Food Research Organization, Johann-Friedrich Blumenbach Institut für Zoologie und Anthropologie, University of Copenhagen = Københavns Universitet (KU), JOHAN VAN DEN HOOGEN, HOWARD FERRIS, BRYAN S. GRIFFITHS, KARIN HOHBERG, DARIA KALINKINA, PAUL KARDOL, ALAN KERGUNTEUIL, GERARD KORTHALS, MARIETTE MARAIS, DANIEL G. WRIGHT, JIUE-IN YANG, THOMAS WARD CROWTHER., SERGIO RASMANN, WALTER TRAUNSPURGER, DAVID A. WARDLE, RON G. M. DE GOEDE, BYRON J. ADAMS, WASIM AHMAD, WALTER S. ANDRIUZZI, RICHARD D. BARDGETT, MICHAEL BONKOWSKI, RAQUEL CAMPOS HERRERA, JUVENIL E. CARES, TANCREDI CARUSO, LARISSA DE BRITO CAIXETA, XIAOYUN CHEN, SOFIA R. COSTA, RACHEL CREAMER, JOSE MAURO DA CUNHA E CASTRO, CPATSA, MARIE DAM, DJIBRIL DJIGAL, MIGUEL ESCUER, CARMEN GUTIÉRREZ, VALENTYNA KRASHEVSKA, ALEXEY A. KUDRIN, QI LI, WENJU LIANG, MATTHEW MAGILTON, JOSÉ ANTONIO RODRÍGUEZ MARTÍN, ELIZAVETA MATVEEVA, EL HASSAN MAYAD, CHRISTIAN MULDER, PETER MULLIN, ROY NEILSON, T. A. DUONG NGUYEN, UFFE N. NIELSEN, HIROAKI OKADA, KAIWEN PAN, JUAN EMILIO PALOMARES RIUS, VLADA PENEVA, LOÏC PELLISSIER, JULIO CARLOS PEREIRA DA SILVA, CAMILLE PITTELOUD, THOMAS O. POWERS, KIRSTEN POWERS, CASPER W. QUIST, SARA SÁNCHEZ MORENO, STEFAN SCHEU, HEIKKI SETÄLÄ, ANNA SUSHCHUK, ALEXEI V. TIUNOV, JEAN TRAP, WIM VAN DER PUTTEN, METTE VESTERGÅRD, CECILE VILLENAVE, LIEVEN WAEYENBERGE, DIANA H. WALL, RUTGER WILSCHUT, STEFAN GEISEN, DEVIN ROUTH, Netherlands Organization for Scientific Research, National Science Foundation (US), Global Environment Facility, Natural Environment Research Council (UK), Fundação de Amparo à Pesquisa do Estado de São Paulo Minas Gerais, Fundação de Amparo à Pesquisa do Estado de São Paulo, Fundação para a Ciência e a Tecnologia (Portugal), European Commission, Conselho Nacional de Desenvolvimento Científico e Tecnológico (Brasil), German Research Foundation, Chinese Academy of Sciences, National Natural Science Foundation of China, Ministerio de Economía y Competitividad (España), German Academic Exchange Service, National Foundation for Science and Technology Development (Vietnam), Australian Research Council, Scottish Government's Rural and Environment Science and Analytical Services, Russian Foundation for Basic Research, Campos-Herrera, R., Campos-Herrera, R. [0000-0003-0852-5269], and Terrestrial Ecology (TE)
- Subjects
0106 biological sciences ,Nematoda ,DIVERSITY ,Geographic Mapping ,01 natural sciences ,Mudança Climática ,BIOMASS ,CARBON ,Soil ,Abundance (ecology) ,Nematoides no solo ,Biomass ,Directie ,ComputingMilieux_MISCELLANEOUS ,SDG 15 - Life on Land ,Biomass (ecology) ,Multidisciplinary ,Ecology ,Uncertainty ,Biosphere ,04 agricultural and veterinary sciences ,Soil Biology ,PE&RC ,Biogeografia global ,Biosystematiek ,Phylogeography ,Biogeography ,international ,BACTERIA ,RIBOSOMAL-RNA ,Soil biology ,010603 evolutionary biology ,Nematóide ,Machine learning ,Soil food web ,Animals ,Life Science ,Ecosystem ,General ,Laboratorium voor Nematologie ,Bodembiologie ,Ecological modelling ,Soil nematodes ,Reproducibility of Results ,15. Life on land ,MATURITY INDEX ,Carbon ,OXYGEN-CONSUMPTION ,Solo ,13. Climate action ,Soil water ,040103 agronomy & agriculture ,PATTERNS ,0401 agriculture, forestry, and fisheries ,Environmental science ,Biosystematics ,BIODIVERSITY ,Soil fertility ,EPS ,Laboratory of Nematology ,[SDE.BE]Environmental Sciences/Biodiversity and Ecology ,COMMUNITIES - Abstract
Soil organisms are a crucial part of the terrestrial biosphere. Despite their importance for ecosystem functioning, few quantitative, spatially explicit models of the active belowground community currently exist. In particular, nematodes are the most abundant animals on Earth, filling all trophic levels in the soil food web. Here we use 6,759 georeferenced samples to generate a mechanistic understanding of the patterns of the global abundance of nematodes in the soil and the composition of their functional groups. The resulting maps show that 4.4 ± 0.64 × 1020 nematodes (with a total biomass of approximately 0.3 gigatonnes) inhabit surface soils across the world, with higher abundances in sub-Arctic regions (38% of total) than in temperate (24%) or tropical (21%) regions. Regional variations in these global trends also provide insights into local patterns of soil fertility and functioning. These high-resolution models provide the first steps towards representing soil ecological processes in global biogeochemical models and will enable the prediction of elemental cycling under current and future climate scenarios., This research was supported by a grant from DOB Ecology to T.W.C., a grant from the Netherlands Organization for Scientific Research (grant 016.Veni.181.078) to S.G., grants from NSF (OPP 1115245, 1341736, 0840979) to B.J.A., by a Ramon y Cajal fellow award (RYC-2016-19939) to R.C.H., a grant from UNEP & Global Environment Facility to J.E.C., a grant from NERC (NE/M017036/1) to T.C., a grant from FAPEMIG/FAPESP/VALE S.A.(CRA-RDP-00136-10) to L.B.C., through the strategic programme UID/BIA/04050/2013 (POCI-01-0145-FEDER-007569) awarded to S.R.C., a grant from CNPq PROTAX (562346/2010-4) to J.M.d.C.C., a grant from DFG (CRC990) to V.K. and S.S., a grant from the MSHE of Russia (AAAA-A17-117112850234-5) to A.A.K., grants from the Chinese Academy of Sciences (XDB15010402) and the National Natural Science Foundation of China (41877047) to Q.L., grants from the National Natural Science Foundation of China (31330011, 31170484) to W.L., grants from NERC (NE/M017036/1) to M.M., grants from the Spanish Ministry of Innovation (CGL2009-14686-C02-01/ 02, CGL2013-43675-P) to J.A.R.M., grants from NSF (DEB-0450537, DEB-1145440) to P.M., T.O.P. and K. Powers, grants from the German Academic Exchange Service (PKZ 91540366) and NAFOSTED (106.05 – 2017.330) to T.A.D.N., by an ARC Discovery project (DP150104199) to U.N.N., by the National Key Research and Development Program of China (2016YFC0502101) and the National Natural Science Foundation of China (31370632) to K. Pan, a grant from the Natural Environment Research Council (NERC) to D.G.W., a grant from BAPHIQ (106AS-9.5.1-BQ-B3) J.-i.Y. The James Hutton Institute receives financial support from the Scottish Government Rural and Environment Science and Analytical Services (RESAS) division. Investigations in northwest Russia were carried out under state order for IB KarRC RAS and are partially supported by the Russian Foundation for Basic Research (18-34-00849). We thank E. Clark and A. Orgiazzi for review of the manuscript; and R. Bouharroud, Z. Ferji, L. Jackson and E. Mzough for providing data.
- Published
- 2019